README.md

metadata

base_model:
  - mlabonne/NeuralHermes-2.5-Mistral-7B
  - OpenPipe/mistral-ft-optimized-1218
  - nvidia/OpenMath-Mistral-7B-v0.1-hf
  - mistralai/Mistral-7B-v0.1
  - HuggingFaceH4/zephyr-7b-beta
library_name: transformers
tags:
  - mergekit
  - merge

merged_models_4

This is a merge of pre-trained language models created using mergekit.

Merge Details

Merge Method

This model was merged using the TIES merge method using mistralai/Mistral-7B-v0.1 as a base.

Models Merged

The following models were included in the merge:

• mlabonne/NeuralHermes-2.5-Mistral-7B
• OpenPipe/mistral-ft-optimized-1218
• nvidia/OpenMath-Mistral-7B-v0.1-hf
• HuggingFaceH4/zephyr-7b-beta

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: mistralai/Mistral-7B-v0.1
    # no parameters necessary for base model
  - model: OpenPipe/mistral-ft-optimized-1218
    parameters:
      density: 0.5
      weight: 0.5
  - model: mlabonne/NeuralHermes-2.5-Mistral-7B
    parameters:
      density: 0.5
      weight: 0.3
  - model: HuggingFaceH4/zephyr-7b-beta
    parameters:
      density: 0.5
      weight: 0.3
  - model: nvidia/OpenMath-Mistral-7B-v0.1-hf
    parameters:
      density: 0.5
      weight: 0.2
merge_method: ties
base_model: mistralai/Mistral-7B-v0.1
parameters:
  normalize: true
dtype: float16